/ PORTFOLIOCASE STUDY 01BACK TO WORKS ↗
STORY00%
FOOTBALL ANALYTICS / PRODUCT INTERFACEPROJECT / 2026

PLAYERINTELLIGENCE

A position-aware football analytics interface for exploring, profiling and comparing attacking players.

Format
Interactive web product
Season
2024–2025
Data
Kaggle / FBref
Player Intelligence dashboard displayed on a desktop monitor in a dark football-themed workspace
01 THE PRODUCT IN CONTEXT

Data needs context before it can support judgment.

Player Intelligence turns a broad attacking-player dataset into a consistent coaching review. The interface keeps the evidence visible, while leaving the final football decision with the person reading it.

2024–25Season
498Eligible attackers
900Minimum minutes
05Coaching dimensions
Big FiveEuropean leagues

Five dimensions.
One shared language.

Every eligible attacker is organized around the same position-aware frame. Peer percentiles keep the scale consistent, while coaching dimensions make the first read direct and legible.

  1. 011v1 Ability
  2. 02Ball Progression
  3. 03Chance Creation
  4. 04Goal Threat
  5. 05Defensive Contribution
OVERVIEW / PRODUCT SURFACE1440 × 1000
Player Intelligence overview with season facts, player search and a featured analysis for Bernardo Silva
02SEARCH, SCOPE AND FEATURED ANALYSIS IN ONE OPENING VIEW

From a profile
to its evidence.

Context comes first: club, league, nation, age, position and minutes. The five-dimension profile follows, then the per-90 measures behind each score—so every headline number has somewhere deeper to go.

01Context before score
02Bars before radar
03Metrics before conclusion
PLAYER / BERNARDO SILVAPOSITION-AWARE PROFILE
Bernardo Silva player profile showing coaching dimension percentiles, a radar overview and metric evidence
03RELATIVE STRENGTHS, MIDDLE RANGE AND AREAS TO INVESTIGATE

Differences,
not winners.

Two players sit on the same five-dimension frame. Percentile-point differences show where their profiles diverge, while concise summaries call out the largest and closest gaps without turning the screen into a verdict.

DESIGN PRINCIPLE

Keep the comparison neutral. Make the evidence easy to inspect. Leave the decision to the coach or scout.

COMPARE / BERNARDO SILVA × MOHAMED SALAHNEUTRAL READING
Player comparison between Bernardo Silva and Mohamed Salah across five coaching dimensions
04THE LARGEST GAP AND THE CLOSEST DIMENSION REMAIN VISIBLE

EVIDENCE,NOT A VERDICT.

Player Intelligence presents statistical evidence for coaching review. It does not make final coaching or scouting decisions.

DATA: FOOTBALL PLAYERS STATS 2024–2025 / KAGGLE, FROM FBREF